modeling

  • New diagnostic tools leverage the power of Artificial Intelligence. Too Much Data to Process By 2030 all Baby Boomers will be over 65, which means that health-related issues become more and more top-of-mind for this aging population. Regular cancer screenings are one of these concerns. The sheer volume of such screenings already taxes existing healthcare systems. However, laboratories, diagnostic technicians, and healthcare providers are using powerful new technological tools to aid them in the work of helping patients live happier & healthier lives. One such tool is Artificial Intelligence, commonly referred to as AI. Unlike its counterparts depicted in the movies as sentient neural networks whose sole purpose is to destroy humanity, real AI has been a computing and data processing resource staple for decades. AI is as quotidian as the electric power grid and supermarkets. Everything from predictive weather modeling to aid meteorologists to CAD-based generative design for engineers, AI has proven to be a powerful tool for many industries in an everyday capacity. In the case of healthcare, data modeling and data processing have become synonymous with AI-driven environments capable of handling such massive volumes. Take for example liquid biopsies to better predict infant cancers. The data associated with these tests are referred to as high-throughput data. Making connections is essential between high-throughput data on orders of magnitude within a smaller outcome sample space of patient responses. The results of these AI-driven computations expedite determinations on whether or not they have cancer. Statistical models are useful for summarizing and describing variations to predictive models, and machine learning AI leverages these summaries that can make for more useful predictions, as seen above. Imaging for Data Collection and AI Processing From X-Rays, to CT (CAT) Scans, to MRIs, in vivo imaging technology has been one of the most powerful medical...
  • When you think of what $52,000 can buy, you probably think of things like a high-end luxury car (like a Tesla), a boat, or maybe a 5-star trip around the world. Regardless, the last thing you’d probably want to spend $52K on is a computer! Well, Apple Inc. is back in the news with it newest—and most expensive—product yet. The all new Mac Pro is set to be available for pre-order starting next Tuesday. However, this machine might not enjoy the same “early adopter” success that say a new iPhone does. Don’t get me wrong, the specs on this machine are astounding*: Up to a 28-Core Intel Xeon W processors Up to 1.5TB (that’s TERABYTES!) of DIMM RAM, running at 2933MHz AMD Radeon Pro Vega II Duo graphic cards (configurable with up to four GPUs) Up to 8TB of SSD storage Tons of the latest, most powerful PCI expansion slots and others Tons of USB 3, Thunderbolt, and Ethernet ports And the most powerful WiFi (A/C) and Bluetooth (5.0) available *Note: These specs are based on the most expensive configuration options. This machine is a monster! But that’s not all… If you want THE most powerful monitor to go with this Macintosh behemoth, you’ll be looking at the Pro Display XDR. And it too is a monster! It’s a 32-inch Retina 6K display capable of presenting over a billion (that’s BILLION with a B) colors! Now given the fact that human beings can only perceive an estimated 10 million colors, what would the remaining 990,000,000 colors be used for? Oh, and let’s not forget the $1000 dollar monitor stand that caused quite a stir at the WWDC (i.e. World Wide Developers Conference where Apple announces all its new products) earlier this year. All told, this system (and we haven’t even...